Inverse Modeling

An introduction to the theory and methods of inverse problems and data assimilation

AvGen Nakamura,Roland Potthast

Inbunden, Engelska, 2015

Del i serien IOP Expanding Physics

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Beskrivning

This book provides a comprehensive introduction to the techniques, tools and methods for inverse problems and data assimilation, designed for students, researchers and developers in mathematics, physics, engineering, acoustics, electromagnetics, meteorology, biology, environmental and other applied sciences.

Produktinformation

Utgivningsdatum:2015-12-28
Mått:178 x 254 x 29 mm
Vikt:1 138 g
Format:Inbunden
Språk:Engelska
Serie:IOP Expanding Physics
Antal sidor:509
Förlag:Institute of Physics Publishing
ISBN:9780750312196

Utforska kategorier

Tillämpad matematik inom Naturvetenskap och teknik

Mer om författaren

Gen Nakamura is currently Harim Professor at Inha University, S. Korea, and Professor Emeritus of Hokkaido University, Japan. Roland Potthast currently leads the division for data assimilation at the German Meteorological Service, Frankfurt/Offenbach, with a part-time professorship in mathematics at the University of Reading, UK.

Innehållsförteckning

1 Introduction 2 Functional analytic tools 3 Approaches to regularization 4 A stochastic view of inverse problems 5 Dynamical systems inversion and data assimilation 6 Programming of numerical algorithms and useful tools 7 Neural field inversion and kernel reconstruction 8 Simulation of waves and fields 9 Nonlinear operators 10 Analysis: uniqueness, stability and convergence questions 11 Source reconstruction and magnetic tomography 12 Field reconstruction techniques 13 Sampling methods 14 Probe methods 15 Analytic continuation tests 16 Dynamical sampling and probe methods 17 Targeted observations and meta-inverse problems